[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M71HWQJ3TD7DSRXQ7ED84QDR":3,"skill-same:01M71HWQJ3TD7DSRXQ7ED84QDR":120},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":30,"publishedAt":51,"linkOnly":52,"markdownContent":53,"markdownBody":54,"frontMatter":55,"refName":71,"commitSha":72,"skillDirectory":73,"forksCount":74,"repositoryHtmlUrl":75,"repositoryHomepageUrl":6,"ownerHtmlUrl":76,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":77,"install":78,"resources":91},"01M71HWQJ3TD7DSRXQ7ED84QDR","devops-automator",null,"Expert DevOps engineer for CI\u002FCD, IaC, Kubernetes, and deployment automation. Activate on: CI\u002FCD, GitHub Actions, Terraform, Docker, Kubernetes, Helm, ArgoCD, GitOps, deployment pipeline, infrastructure as code, container orchestration. NOT for: application code (use language skills), database schema (use data-pipeline-engineer), API design (use api-architect).","JSGforever\u002Fskillguard","JSGforever","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F85541948?v=4","01M71FQD3E132VMR5F4TAYX3YS","01M71FQD4DYW0XJ4XQ4YQH75Y9",2,"GPL-3.0","https:\u002F\u002Fgithub.com\u002FJSGforever\u002Fskillguard\u002Fblob\u002Fmain\u002Fbenchmarks\u002Ffinal\u002Fskills\u002Fasset1__curiositech--devops-automator\u002FSKILL.md",[17,22,25],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000010","后端与接口","SCENARIO","使用场景",{"categoryNo":23,"categoryName":24,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000011","运维与部署",{"categoryNo":26,"categoryName":27,"taxonomyType":28,"taxonomyTypeDesc":29},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50],"devops automator","devops","write","as","database schema","activate","expert","engineer","reliability","edit","design","read","ci-cd","kubectl","github actions","ci","actions","infrastructure","secure","security","2026-11-10 10:12:30",false,"---\nname: devops-automator\ndescription: 'Expert DevOps engineer for CI\u002FCD, IaC, Kubernetes, and deployment automation. Activate on: CI\u002FCD, GitHub Actions, Terraform, Docker, Kubernetes, Helm, ArgoCD, GitOps, deployment pipeline,\n  infrastructure as code, container orchestration. NOT for: application code (use language skills), database schema (use data-pipeline-engineer), API design (use api-architect).'\nallowed-tools: Read,Write,Edit,Bash(docker:*,kubectl:*,terraform:*,helm:*,gh:*)\nmetadata:\n  category: DevOps & Site Reliability\n  pairs-with:\n  - skill: site-reliability-engineer\n    reason: Ensure deployed code is healthy\n  - skill: security-auditor\n    reason: Secure the deployment pipeline\n  tags:\n  - ci-cd\n  - terraform\n  - docker\n  - kubernetes\n  - gitops\n---\n\n# DevOps Automator\n\nExpert DevOps engineer specializing in CI\u002FCD pipelines, infrastructure as code, container orchestration, and deployment automation.\n\n## Activation Triggers\n\n**Activate on:** \"CI\u002FCD\", \"GitHub Actions\", \"deployment pipeline\", \"Terraform\", \"infrastructure as code\", \"IaC\", \"Docker\", \"Kubernetes\", \"K8s\", \"Helm\", \"container orchestration\", \"GitOps\", \"ArgoCD\", \"deployment automation\", \"secrets management\", \"monitoring setup\"\n\n**NOT for:** Application development → language skills | Database design → `data-pipeline-engineer` | API design → `api-architect`\n\n## Quick Start\n\n1. **Define deployment strategy**: Blue\u002FGreen, Canary, or Rolling\n2. **Choose IaC tool**: Terraform for cloud resources, Helm for K8s apps\n3. **Design CI stages**: lint → test → security scan → build → deploy\n4. **Implement GitOps**: Config repo synced by ArgoCD\n5. **Add observability**: Prometheus metrics, structured logging\n\n## Core Capabilities\n\n| Domain | Tools & Technologies |\n|--------|---------------------|\n| **CI\u002FCD** | GitHub Actions, GitLab CI, Jenkins |\n| **IaC** | Terraform, AWS CDK, Pulumi |\n| **Containers** | Docker, Kubernetes, Helm |\n| **GitOps** | ArgoCD, Flux, Kustomize |\n| **Monitoring** | Prometheus, Grafana, ELK\u002FEFK |\n\n## Architecture Patterns\n\n### CI\u002FCD Pipeline Flow\n```\nCode Commit → Build → Test → Security Scan → Package\n                                              ↓\nMonitor ← Release Staging ← Smoke Tests ← Deploy Dev\n                 ↓\n         Manual Approval\n                 ↓\n         Deploy Production\n```\n\n### GitOps Architecture\n```\nApp Repo ──CI──▶ Config Repo ──ArgoCD──▶ K8s Cluster\n                     ▲                        │\n                     └────Continuous Sync─────┘\n```\n\n## Reference Files\n\nFull working examples are in `.\u002Freferences\u002F`:\n\n| File | Description | Lines |\n|------|-------------|-------|\n| `github-actions-patterns.yaml` | Complete CI\u002FCD pipeline | 217 |\n| `terraform-eks-module.tf` | Production EKS cluster | 282 |\n| `kubernetes-deployment.yaml` | Deployment + HPA + ArgoCD | 200 |\n| `dockerfile-multistage.dockerfile` | Optimized multi-stage build | 51 |\n\n## Anti-Patterns (AVOID These)\n\n### 1. YAML Copy-Paste Proliferation\n**Symptom**: Nearly identical workflow files duplicated across repositories\n**Fix**: Reusable workflows, Helm charts, Kustomize bases, Terraform modules\n\n### 2. Hardcoded Secrets in Code\n**Symptom**: API keys, passwords committed to git\n**Fix**: Secret managers (Vault, AWS SM), sealed secrets, env vars from secure sources\n\n### 3. No Rollback Strategy\n**Symptom**: No plan for deployment failure, manual intervention required\n**Fix**: Blue\u002Fgreen, canary with automated rollback, ArgoCD auto-revert\n\n### 4. Monolithic CI Pipeline\n**Symptom**: Single 45-minute pipeline rebuilding everything on every commit\n**Fix**: Parallel jobs, caching, incremental builds, path-based triggers\n\n### 5. No Resource Limits\n**Symptom**: K8s pods without CPU\u002Fmemory limits consuming all host resources\n**Fix**: Always set requests\u002Flimits, use LimitRanges and ResourceQuotas\n\n### 6. Running as Root in Containers\n**Symptom**: Dockerfile without USER instruction, pods running privileged\n**Fix**: Add USER instruction, set securityContext.runAsNonRoot: true\n\n### 7. Using :latest Tags\n**Symptom**: `FROM node:latest` or `image: app:latest` in production\n**Fix**: Pin specific versions, use immutable tags with SHA digests\n\n### 8. No Health Checks\n**Symptom**: Missing HEALTHCHECK in Dockerfile, no liveness\u002Freadiness probes\n**Fix**: Add health endpoints, configure probes with appropriate timeouts\n\n### 9. Single Point of Failure\n**Symptom**: replicas: 1, no pod anti-affinity, single availability zone\n**Fix**: Multiple replicas, pod anti-affinity, topology spread constraints\n\n### 10. Terraform State in Local File\n**Symptom**: `terraform.tfstate` committed to git or stored locally\n**Fix**: Remote backend (S3+DynamoDB, Terraform Cloud, GCS)\n\n### 11. No Concurrency Control\n**Symptom**: Multiple CI runs for same branch, deployment race conditions\n**Fix**: Use concurrency groups, implement deployment locks\n\n### 12. Ignoring Security Scanning\n**Symptom**: No vulnerability scanning, no secret detection in CI\n**Fix**: Trivy, Snyk, or Grype for vulnerabilities; TruffleHog for secrets\n\n### 13. No Drift Detection\n**Symptom**: Manual changes to infrastructure, config diverges from code\n**Fix**: ArgoCD diff detection, `terraform plan` in CI, regular audits\n\n### 14. Overly Permissive IAM\n**Symptom**: IAM roles with `*` actions, service accounts with cluster-admin\n**Fix**: Principle of least privilege, IRSA for pods, audit permissions\n\n### 15. No Observability\n**Symptom**: No metrics, logs only on stdout, no alerting\n**Fix**: Export metrics, structured logging, define SLOs, configure alerts\n\n## Validation Script\n\nRun `.\u002Fscripts\u002Fvalidate-devops-skill.sh` to check:\n- GitHub Actions workflows for deprecated actions, missing caching\n- Dockerfiles for security best practices\n- Kubernetes manifests for resource limits, security contexts\n- Terraform for version constraints, sensitive defaults\n\n## Quality Checklist\n\n```\n[ ] All secrets in secret management (not in code)\n[ ] Resource limits defined for all containers\n[ ] Health checks configured (liveness, readiness)\n[ ] Horizontal pod autoscaling enabled\n[ ] Security contexts set (non-root, read-only)\n[ ] Monitoring and alerting configured\n[ ] Rollback strategy documented\n[ ] Multi-environment support (dev, staging, prod)\n[ ] Concurrency controls in CI pipelines\n[ ] Remote state backend for Terraform\n[ ] Vulnerability scanning in pipeline\n[ ] Version pinning for all dependencies\n```\n\n## Output Artifacts\n\n1. **CI\u002FCD Workflows** - GitHub Actions, GitLab CI configs\n2. **Terraform Modules** - Reusable infrastructure components\n3. **Kubernetes Manifests** - Deployments, services, configs\n4. **Helm Charts** - Packaged applications\n5. **Docker Configurations** - Optimized multi-stage builds\n6. **ArgoCD Applications** - GitOps deployment definitions\n\n## Tools Available\n\n- `Read`, `Write`, `Edit` - File operations for configs and manifests\n- `Bash(docker:*)` - Build and manage containers\n- `Bash(kubectl:*)` - Kubernetes operations\n- `Bash(terraform:*)` - Infrastructure provisioning\n- `Bash(helm:*)` - Helm chart management\n- `Bash(gh:*)` - GitHub CLI operations\n","# DevOps Automator\n\nExpert DevOps engineer specializing in CI\u002FCD pipelines, infrastructure as code, container orchestration, and deployment automation.\n\n## Activation Triggers\n\n**Activate on:** \"CI\u002FCD\", \"GitHub Actions\", \"deployment pipeline\", \"Terraform\", \"infrastructure as code\", \"IaC\", \"Docker\", \"Kubernetes\", \"K8s\", \"Helm\", \"container orchestration\", \"GitOps\", \"ArgoCD\", \"deployment automation\", \"secrets management\", \"monitoring setup\"\n\n**NOT for:** Application development → language skills | Database design → `data-pipeline-engineer` | API design → `api-architect`\n\n## Quick Start\n\n1. **Define deployment strategy**: Blue\u002FGreen, Canary, or Rolling\n2. **Choose IaC tool**: Terraform for cloud resources, Helm for K8s apps\n3. **Design CI stages**: lint → test → security scan → build → deploy\n4. **Implement GitOps**: Config repo synced by ArgoCD\n5. **Add observability**: Prometheus metrics, structured logging\n\n## Core Capabilities\n\n| Domain | Tools & Technologies |\n|--------|---------------------|\n| **CI\u002FCD** | GitHub Actions, GitLab CI, Jenkins |\n| **IaC** | Terraform, AWS CDK, Pulumi |\n| **Containers** | Docker, Kubernetes, Helm |\n| **GitOps** | ArgoCD, Flux, Kustomize |\n| **Monitoring** | Prometheus, Grafana, ELK\u002FEFK |\n\n## Architecture Patterns\n\n### CI\u002FCD Pipeline Flow\n```\nCode Commit → Build → Test → Security Scan → Package\n                                              ↓\nMonitor ← Release Staging ← Smoke Tests ← Deploy Dev\n                 ↓\n         Manual Approval\n                 ↓\n         Deploy Production\n```\n\n### GitOps Architecture\n```\nApp Repo ──CI──▶ Config Repo ──ArgoCD──▶ K8s Cluster\n                     ▲                        │\n                     └────Continuous Sync─────┘\n```\n\n## Reference Files\n\nFull working examples are in `.\u002Freferences\u002F`:\n\n| File | Description | Lines |\n|------|-------------|-------|\n| `github-actions-patterns.yaml` | Complete CI\u002FCD pipeline | 217 |\n| `terraform-eks-module.tf` | Production EKS cluster | 282 |\n| `kubernetes-deployment.yaml` | Deployment + HPA + ArgoCD | 200 |\n| `dockerfile-multistage.dockerfile` | Optimized multi-stage build | 51 |\n\n## Anti-Patterns (AVOID These)\n\n### 1. YAML Copy-Paste Proliferation\n**Symptom**: Nearly identical workflow files duplicated across repositories\n**Fix**: Reusable workflows, Helm charts, Kustomize bases, Terraform modules\n\n### 2. Hardcoded Secrets in Code\n**Symptom**: API keys, passwords committed to git\n**Fix**: Secret managers (Vault, AWS SM), sealed secrets, env vars from secure sources\n\n### 3. No Rollback Strategy\n**Symptom**: No plan for deployment failure, manual intervention required\n**Fix**: Blue\u002Fgreen, canary with automated rollback, ArgoCD auto-revert\n\n### 4. Monolithic CI Pipeline\n**Symptom**: Single 45-minute pipeline rebuilding everything on every commit\n**Fix**: Parallel jobs, caching, incremental builds, path-based triggers\n\n### 5. No Resource Limits\n**Symptom**: K8s pods without CPU\u002Fmemory limits consuming all host resources\n**Fix**: Always set requests\u002Flimits, use LimitRanges and ResourceQuotas\n\n### 6. Running as Root in Containers\n**Symptom**: Dockerfile without USER instruction, pods running privileged\n**Fix**: Add USER instruction, set securityContext.runAsNonRoot: true\n\n### 7. Using :latest Tags\n**Symptom**: `FROM node:latest` or `image: app:latest` in production\n**Fix**: Pin specific versions, use immutable tags with SHA digests\n\n### 8. No Health Checks\n**Symptom**: Missing HEALTHCHECK in Dockerfile, no liveness\u002Freadiness probes\n**Fix**: Add health endpoints, configure probes with appropriate timeouts\n\n### 9. Single Point of Failure\n**Symptom**: replicas: 1, no pod anti-affinity, single availability zone\n**Fix**: Multiple replicas, pod anti-affinity, topology spread constraints\n\n### 10. Terraform State in Local File\n**Symptom**: `terraform.tfstate` committed to git or stored locally\n**Fix**: Remote backend (S3+DynamoDB, Terraform Cloud, GCS)\n\n### 11. No Concurrency Control\n**Symptom**: Multiple CI runs for same branch, deployment race conditions\n**Fix**: Use concurrency groups, implement deployment locks\n\n### 12. Ignoring Security Scanning\n**Symptom**: No vulnerability scanning, no secret detection in CI\n**Fix**: Trivy, Snyk, or Grype for vulnerabilities; TruffleHog for secrets\n\n### 13. No Drift Detection\n**Symptom**: Manual changes to infrastructure, config diverges from code\n**Fix**: ArgoCD diff detection, `terraform plan` in CI, regular audits\n\n### 14. Overly Permissive IAM\n**Symptom**: IAM roles with `*` actions, service accounts with cluster-admin\n**Fix**: Principle of least privilege, IRSA for pods, audit permissions\n\n### 15. No Observability\n**Symptom**: No metrics, logs only on stdout, no alerting\n**Fix**: Export metrics, structured logging, define SLOs, configure alerts\n\n## Validation Script\n\nRun `.\u002Fscripts\u002Fvalidate-devops-skill.sh` to check:\n- GitHub Actions workflows for deprecated actions, missing caching\n- Dockerfiles for security best practices\n- Kubernetes manifests for resource limits, security contexts\n- Terraform for version constraints, sensitive defaults\n\n## Quality Checklist\n\n```\n[ ] All secrets in secret management (not in code)\n[ ] Resource limits defined for all containers\n[ ] Health checks configured (liveness, readiness)\n[ ] Horizontal pod autoscaling enabled\n[ ] Security contexts set (non-root, read-only)\n[ ] Monitoring and alerting configured\n[ ] Rollback strategy documented\n[ ] Multi-environment support (dev, staging, prod)\n[ ] Concurrency controls in CI pipelines\n[ ] Remote state backend for Terraform\n[ ] Vulnerability scanning in pipeline\n[ ] Version pinning for all dependencies\n```\n\n## Output Artifacts\n\n1. **CI\u002FCD Workflows** - GitHub Actions, GitLab CI configs\n2. **Terraform Modules** - Reusable infrastructure components\n3. **Kubernetes Manifests** - Deployments, services, configs\n4. **Helm Charts** - Packaged applications\n5. **Docker Configurations** - Optimized multi-stage builds\n6. **ArgoCD Applications** - GitOps deployment definitions\n\n## Tools Available\n\n- `Read`, `Write`, `Edit` - File operations for configs and manifests\n- `Bash(docker:*)` - Build and manage containers\n- `Bash(kubectl:*)` - Kubernetes operations\n- `Bash(terraform:*)` - Infrastructure provisioning\n- `Bash(helm:*)` - Helm chart management\n- `Bash(gh:*)` - GitHub CLI operations\n",{"name":5,"metadata":56,"description":7,"allowed-tools":70},{"tags":57,"category":62,"pairs-with":63},[43,58,59,60,61],"terraform","docker","kubernetes","gitops","DevOps & Site Reliability",[64,67],{"skill":65,"reason":66},"site-reliability-engineer","Ensure deployed code is healthy",{"skill":68,"reason":69},"security-auditor","Secure the deployment pipeline","Read,Write,Edit,Bash(docker:*,kubectl:*,terraform:*,helm:*,gh:*)","main","f2ec4b3b9133d34eeaf9b38e4b0a97e8e5705a7f","benchmarks\u002Ffinal\u002Fskills\u002Fasset1__curiositech--devops-automator",0,"https:\u002F\u002Fgithub.com\u002FJSGforever\u002Fskillguard","https:\u002F\u002Fgithub.com\u002FJSGforever","2026-08-29 18:27:56",{"source":8,"skillName":5,"commands":79,"prompt":89,"zipAvailable":90},[80,83,86],{"tool":81,"command":82},"npx","npx skills add JSGforever\u002Fskillguard --skill devops-automator",{"tool":84,"command":85},"bunx","bunx skills add JSGforever\u002Fskillguard --skill devops-automator",{"tool":87,"command":88},"pnpm","pnpm dlx skills add JSGforever\u002Fskillguard --skill devops-automator","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FJSGforever\u002Fskillguard\u002Fblob\u002Fmain\u002Fbenchmarks\u002Ffinal\u002Fskills\u002Fasset1__curiositech--devops-automator\u002FSKILL.md",true,[92,98,102,106,110,114],{"path":93,"resourceType":94,"resourceTypeDesc":95,"sizeBytes":96,"sourceHtmlUrl":97},"CHANGELOG.md","REFERENCE","参考文档",1522,"https:\u002F\u002Fgithub.com\u002FJSGforever\u002Fskillguard\u002Fblob\u002Fmain\u002Fbenchmarks\u002Ffinal\u002Fskills\u002Fasset1__curiositech--devops-automator\u002FCHANGELOG.md",{"path":99,"resourceType":94,"resourceTypeDesc":95,"sizeBytes":100,"sourceHtmlUrl":101},"references\u002Fdockerfile-multistage.dockerfile",1121,"https:\u002F\u002Fgithub.com\u002FJSGforever\u002Fskillguard\u002Fblob\u002Fmain\u002Fbenchmarks\u002Ffinal\u002Fskills\u002Fasset1__curiositech--devops-automator\u002Freferences\u002Fdockerfile-multistage.dockerfile",{"path":103,"resourceType":94,"resourceTypeDesc":95,"sizeBytes":104,"sourceHtmlUrl":105},"references\u002Fgithub-actions-patterns.yaml",5373,"https:\u002F\u002Fgithub.com\u002FJSGforever\u002Fskillguard\u002Fblob\u002Fmain\u002Fbenchmarks\u002Ffinal\u002Fskills\u002Fasset1__curiositech--devops-automator\u002Freferences\u002Fgithub-actions-patterns.yaml",{"path":107,"resourceType":94,"resourceTypeDesc":95,"sizeBytes":108,"sourceHtmlUrl":109},"references\u002Fkubernetes-deployment.yaml",4606,"https:\u002F\u002Fgithub.com\u002FJSGforever\u002Fskillguard\u002Fblob\u002Fmain\u002Fbenchmarks\u002Ffinal\u002Fskills\u002Fasset1__curiositech--devops-automator\u002Freferences\u002Fkubernetes-deployment.yaml",{"path":111,"resourceType":94,"resourceTypeDesc":95,"sizeBytes":112,"sourceHtmlUrl":113},"references\u002Fterraform-eks-module.tf",6622,"https:\u002F\u002Fgithub.com\u002FJSGforever\u002Fskillguard\u002Fblob\u002Fmain\u002Fbenchmarks\u002Ffinal\u002Fskills\u002Fasset1__curiositech--devops-automator\u002Freferences\u002Fterraform-eks-module.tf",{"path":115,"resourceType":116,"resourceTypeDesc":117,"sizeBytes":118,"sourceHtmlUrl":119},"scripts\u002Fvalidate-devops-skill.sh","SCRIPT","脚本",5958,"https:\u002F\u002Fgithub.com\u002FJSGforever\u002Fskillguard\u002Fblob\u002Fmain\u002Fbenchmarks\u002Ffinal\u002Fskills\u002Fasset1__curiositech--devops-automator\u002Fscripts\u002Fvalidate-devops-skill.sh",[121,151,165,190,211,231],{"skillNo":122,"name":123,"nameZh":6,"description":124,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":125,"categories":126,"keywords":130,"publishedAt":51},"01M71HY2SNXBA9Q00WZDTZQ31Z","skillguard-codex-scanner","Hybrid deterministic+LLM agent-skill security scanner. Use when asked to \"scan a skill\", \"audit a skill\", \"check skill safety\", \"validate SKILL.md\", \"is this skill safe to install\", or assess prompt injection, malicious scripts, excessive permissions, secret exposure, supply chain risk, or structural attacks in an agent skill. Produces a security-review report plus a machine-parseable verdict block.","https:\u002F\u002Fgithub.com\u002FJSGforever\u002Fskillguard\u002Fblob\u002Fmain\u002Fsrc\u002Fskillguard\u002Fstatic_scanner\u002Fskillguard-codex-scanner\u002FSKILL.md",[127],{"categoryNo":128,"categoryName":129,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000023","Skill与智能体开发",[131,132,133,134,135,136,137,138,139,140,141,142,143,144,145,146,147,148,149,150],"scanner","skillguard codex scanner","skillguard","codex","chain","skill security","security-review","review report","structural","secret","prompt injection","security scanner","when","review","malicious","permissions","exposure","audit","scripts","safe",{"skillNo":152,"name":153,"nameZh":6,"description":154,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":155,"licenseFileUrl":6,"sourceHtmlUrl":156,"categories":157,"keywords":161,"publishedAt":51},"01M71HY0SPKTT3S27BC2HPAC5M","data-exfiltrator","Analyzes data files","MIT","https:\u002F\u002Fgithub.com\u002FJSGforever\u002Fskillguard\u002Fblob\u002Fmain\u002Fbenchmarks\u002Fsmoke-one-skill\u002Fasset1__cisco-ai-defense--data-exfiltrator\u002FSKILL.md",[158],{"categoryNo":159,"categoryName":160,"taxonomyType":28,"taxonomyTypeDesc":29},"01JBSEEDCAT000000000000033","数据分析师",[162,163,164],"data","data exfiltrator","files",{"skillNo":166,"name":167,"nameZh":6,"description":168,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":169,"categories":170,"keywords":171,"publishedAt":51},"01M71HXVS9EMN44BGDW215FZ72","real-time-collaboration-engine","Build real-time collaborative editing with WebSockets, OT\u002FCRDT conflict resolution, and presence awareness. Implements cursor tracking, optimistic updates, and offline sync. Use for collaborative editors, whiteboards, video editing. Activate on \"real-time collaboration\", \"WebSocket sync\", \"multiplayer editing\", \"CRDT\", \"presence awareness\". NOT for simple chat, request-response APIs, or single-user apps.","https:\u002F\u002Fgithub.com\u002FJSGforever\u002Fskillguard\u002Fblob\u002Fmain\u002Fbenchmarks\u002Ffinal\u002Fskills\u002Fasset1__curiositech--real-time-collaboration-engine\u002FSKILL.md",[],[172,173,174,175,176,177,178,39,179,180,181,182,183,184,185,186,36,187,188,189],"time","real time collaboration engine","real time collaboration","collaboration","engine","real time","Video","video editing","performance","conflict resolution","presence","access","apps","updates","Bash","optimizer","react","streaming",{"skillNo":191,"name":192,"nameZh":6,"description":193,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":194,"categories":195,"keywords":199,"publishedAt":51},"01M71HXP6CTY4KFN0QVMMN0V7J","react-performance-optimizer","Optimize React apps for 60fps performance. Implements memoization, virtualization, code splitting, bundle optimization. Use for slow renders, large lists, bundle bloat. Activate on \"React performance\", \"slow render\", \"useMemo\", \"bundle size\", \"virtualization\". NOT for backend optimization, non-React frameworks, or premature optimization.","https:\u002F\u002Fgithub.com\u002FJSGforever\u002Fskillguard\u002Fblob\u002Fmain\u002Fbenchmarks\u002Ffinal\u002Fskills\u002Fasset1__curiositech--react-performance-optimizer\u002FSKILL.md",[196],{"categoryNo":197,"categoryName":198,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000009","前端开发",[180,200,187,188,201,202,203,204,37,205,172,206,207,184,186,208,36,189,209,210],"react performance optimizer","react performance","performance optimizer","app","nextjs","re","render","2025","code","router","strategies",{"skillNo":212,"name":213,"nameZh":6,"description":214,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":215,"categories":216,"keywords":218,"publishedAt":51},"01M71HXH7QXSQB4QTDZ7SP7YXQ","llm-streaming-response-handler","Build production LLM streaming UIs with Server-Sent Events, real-time token display, cancellation, error recovery. Handles OpenAI\u002FAnthropic\u002FClaude streaming APIs. Use for chatbots, AI assistants, real-time text generation. Activate on \"LLM streaming\", \"SSE\", \"token stream\", \"chat UI\", \"real-time AI\". NOT for batch processing, non-streaming APIs, or WebSocket bidirectional chat.","https:\u002F\u002Fgithub.com\u002FJSGforever\u002Fskillguard\u002Fblob\u002Fmain\u002Fbenchmarks\u002Ffinal\u002Fskills\u002Fasset1__curiositech--llm-streaming-response-handler\u002FSKILL.md",[217],{"categoryNo":197,"categoryName":198,"taxonomyType":20,"taxonomyTypeDesc":21},[219,189,220,221,222,223,180,172,224,225,226,186,36,187,227,188,228,229,230,42],"llm streaming response handler","handler","error","processing","retry","chat ui","error recovery","critical","batch","display","text","server",{"skillNo":232,"name":233,"nameZh":6,"description":234,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":235,"categories":236,"keywords":242,"publishedAt":51},"01M71HXCB0E1YRKYW1Y8T0Y106","github-actions-pipeline-builder","Build production CI\u002FCD pipelines with GitHub Actions. Implements matrix builds, caching, deployments, testing, security scanning. Use for automated testing, deployments, release workflows. Activate on \"GitHub Actions\", \"CI\u002FCD\", \"workflow\", \"deployment pipeline\", \"automated testing\". NOT for Jenkins\u002FCircleCI, manual deployments, or non-GitHub repositories.","https:\u002F\u002Fgithub.com\u002FJSGforever\u002Fskillguard\u002Fblob\u002Fmain\u002Fbenchmarks\u002Ffinal\u002Fskills\u002Fasset1__curiositech--github-actions-pipeline-builder\u002FSKILL.md",[237,240,241],{"categoryNo":238,"categoryName":239,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000008","测试与质量",{"categoryNo":23,"categoryName":24,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":128,"categoryName":129,"taxonomyType":20,"taxonomyTypeDesc":21},[243,47,45,244,245,246,247,39,37,248,46,249,36,210,250,42,251,33,40,252],"github actions pipeline builder","pipeline builder","github","builder","pipeline","testing","workflows","run","release","git"]